Ask Anything.

Get Answers.

Drive Decisions.

No queries to write. No dashboards to navigate. No analysts to wait for. Just ask a question in plain English—and watch as Lima delivers answers drawn from every corner of your data landscape, in seconds.

smart Data fabric
The Challenge

The Last Mile Problem in Enterprise Intelligence

Your organization has invested millions in data infrastructure. Data warehouses. Integration platforms. BI tools. Analytics dashboards. Yet when an executive needs to know why fill rates dropped in the Southeast region, they still wait. They email analysts. They schedule meetings. They sit through presentations that answer yesterday's questions.

The data exists. The answers are there. But the access remains broken.

This is the last mile problem of enterprise intelligence: the gap between having data and getting answers. Every layer of technology between the question and the insight adds friction—and friction kills the decisions that drive competitive advantage.

Conversational Intelligence eliminates that gap entirely..

The Vision

Intelligence at the Speed of Thought

"Why are we seeing delivery delays from our Asian suppliers?"
"Which products should I prioritize given current inventory constraints?"
"Show me how demand patterns have shifted since we launched the new pricing."

Imagine receiving answers—accurate, contextualized, actionable—before you finish your coffee. This isn't a vision of some distant future. This is ChatLima today: a conversational interface to your entire operational data landscape, powered by AI that actually understands your business.

Built Different

Not Another Chatbot. A New Category.

ChatLima is built on four interlocking capabilities that together deliver what standalone AI cannot.

Natural Language Interface

Truly understands business questions—not just keywords, but intent, context, and operational realities.

Semantic Knowledge Engine

Maps your specific terminology, metrics, and relationships—teaching AI to think like your organization.

Intelligent Query Processing

Orchestrates execution across distributed sources, delivering sub-second responses regardless of complexity.

Insight Delivery & Action

Transforms answers into action through visualizations, alerts, exports, and workflow triggers.

Deep Dive

Four Pillars of Conversational Intelligence

Explore each capability that makes ChatLima genuinely different from anything else in market.

Conversational Access

Purpose-built LLMs trained on supply chain terminology understand your questions the way a domain expert would.

Intent Recognition
Context Memory
Clarifying Dialogue

01

NATURAL LANGUAGE INTERFACE

Speak Business. Get Business Answers.

The interface disappears. No SQL. No query builders. No dashboard navigation. Just a conversation—where you ask questions the way you actually think about your business, and receive answers in the format that makes them actionable.

What You'll Discover

How supply chain-specific LLMs ensure accurate interpretation

Multi-turn dialogue that refines questions naturally

Contextual awareness across conversation history

"Show me suppliers with quality issues" becomes a comprehensive analysis of defect rates, return patterns, and corrective actions—without specifying tables or joins.
Domain Intelligence

Living knowledge architecture that transforms generic AI into an expert on your specific operations.

SCM Ontology
Auto-Mapping
Business Glossary

02

NATURAL LANGUAGE INTERFACE

The Brain Behind the Interface

AI that doesn't understand your business is AI that fails when it matters most. The Semantic Knowledge Engine is ChatLima's domain intelligence layer—a comprehensive map of your terminology, metrics, and business rules.

What You'll Discover

Pre-built Industry 4.0 supply chain ontology

Automatic mapping eliminating manual configuration

Continuous learning from every interaction

When you ask about "on-time delivery," the Knowledge Engine knows whether you mean supplier OTD, customer OTD, or carrier OTD—and applies your organization calculation methodology.
Federated Execution

Distributed SQL engine queries SAP, Oracle, warehouses, and APIs simultaneously with cost-based optimization.

<200ms Lookups
<1s Complex
Query Pushdown

03

INTELLIGENT QUERY PROCESSING

Enterprise Scale. Consumer Speed.

Understanding questions is half the challenge. Executing queries across distributed systems—returning results in seconds rather than minutes—requires an entirely different class of intelligence.

What You'll Discover

Five-stage pipeline from NLP to execution

Federated queries spanning heterogeneous sources

Trino-powered parallel execution at petabyte scale

"A question spanning five source systems doesn't take five times longer. All systems execute in parallel—maintaining sub-second response times."
Actionable Delivery

Multi-format responses, Power BI integration, proactive alerts, and workflow automation.

Visualizations
Alerts
Workflows

04

INSIGHT DELIVERY & ACTION

From Answers to Outcomes

An insight trapped in a chat window has limited value. ChatLima's delivery layer transforms results into visualizations, alerts, exports, and workflow triggers that connect intelligence to action.

What You'll Discover

Intelligent formatting based on query type

Proactive alerts for anomalies and thresholds

Workflow triggers for immediate action

"Alert me when any supplier's OTD drops below 90%" creates persistent monitoring across email, Teams, and mobile—with full context for immediate response."
The Impact

What Changes When Everyone Can Ask Anything

A fundamental shift in how intelligence flows through your organization.

Executives
Stop waiting for reports. Explore questions in real-time, making decisions in the moment rather than the meeting.
Managers
Stop relying on gut feel. Validate intuition with data before calls, commitments, and decisions.
Analysts
Stop fielding ad-hoc requests. Focus on complex modeling that creates competitive advantage.
Operations
Stop context-switching between systems. Get answers anywhere—floor, warehouse, transit.
Explore

Dive Deeper Into Each Capability

Each pillar delivers powerful capabilities alone. Together, they create something entirely new.

PILLAR 1
Natural Language Interface

Conversational access through purpose-built AI that understands operational terminology.

PILLAR 2
Managers

Stop relying on gut feel. Validate intuition with data before calls, commitments, and decisions.

PILLAR 3
Analysts

Stop fielding ad-hoc requests. Focus on complex modeling that creates competitive advantage.

PILLAR 4
Operations

Stop context-switching between systems. Get answers anywhere—floor, warehouse, transit.

Ready to Ask Your First Question?

Experience how ChatLima transforms the way your organization accesses operational insight. Request a demo and ask your data the question that's been waiting for an answer.